A Fully automated design of binary decision tree for land cover classification

Masanobu Yoshikawa, Hisakazu Shindo, Ryuei Nishii, Shojiro Tanaka

研究成果: Chapter in Book/Report/Conference proceedingConference contribution

3 被引用数 (Scopus)

抄録

A fully automated design method of binary decision tree is proposed for land cover classification of remote sensing data. The proposed method has the following features: (1) all possible binary combinations of identification classes are tested as splitting pattern of classes; (2) additional variables by linear combination of paired bands are applied in data segmentation; (3) Automatic Interaction Detector technique is utilized to divide the data set into binary tree nodes. Completely enumerated Landsat MSS data with land-cover data are used for the test of the method and classification accuracy. Our new method is compared with Bayesian discriminant classifier in terms of accuracy and training sample set sizes.

本文言語英語
ホスト出版物のタイトルInternational Geoscience and Remote Sensing Symposium (IGARSS)
編集者 Anon
出版社IEEE
ページ1921-1923
ページ数3
3
出版ステータス出版済み - 1995
外部発表はい
イベントProceedings of the 1995 International Geoscience and Remote Sensing Symposium. Part 3 (of 3) - Firenze, Italy
継続期間: 7 10 19957 14 1995

その他

その他Proceedings of the 1995 International Geoscience and Remote Sensing Symposium. Part 3 (of 3)
CityFirenze, Italy
Period7/10/957/14/95

All Science Journal Classification (ASJC) codes

  • ソフトウェア
  • 地質学

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